Question

Apply K-means on 2-dimensional data. Given points: • x1 = (2, 2), x2 = (3, 3), x3 = (10, 10), x4 = (13, 13), x5 = (22, 2) Find: 1. Center of cluster C1 (X1, X2). 2. Center of cluster C2 (X3, X4, X5). 3. WCSS value.

Name: apply k means on 2 dimensional data given points x1 2 2 x2 3 3 x3 10 10 x4 13 13 x5 22 2 find 1 center of cluster c1 x1 x2 2 center of cluster c2 x3 x4 x5 3 wcss value 00667
Uploaded: 2023-11-06T06:28:58-08:00
Duration: 3 min 10 s
Channel: Madhur L
Description: apply k means on 2 dimensional data given points x1 2 2 x2 3 3 x3 10 10 x4 13 13 x5 22 2 find 1 center of cluster c1 x1 x2 2 center of cluster c2 x3 x4 x5 3 wcss value 00667

          Apply K-means on 2-dimensional data.
Given points:
• x1 = (2, 2), x2 = (3, 3), x3 = (10, 10), x4 = (13, 13), x5 = (22, 2)
Find:
1. Center of cluster C1 (X1, X2).
2. Center of cluster C2 (X3, X4, X5).
3. WCSS value.

Added by Angela B.

Computer Science and Information Technology

Trishna Knowledge Systems 2018 Edition

Instant Answer

Solved by Expert Madhur L

11/06/2023

Step 1

We will group the points into two clusters: - Cluster C1: x1 = (2, 2) and x2 = (3, 3) - Cluster C2: x3 = (10, 10), x4 = (13, 13), and x5 = (22, 2) Show more…

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Apply K-means on 2-dimensional data. Given points: • x1 = (2, 2), x2 = (3, 3), x3 = (10, 10), x4 = (13, 13), x5 = (22, 2) Find: 1. Center of cluster C1 (X1, X2). 2. Center of cluster C2 (X3, X4, X5). 3. WCSS value.